{"id":"W2033216073","doi":"10.1016/s1091-255x(02)00282-2","title":"80","year":2003,"lang":"en","type":"article","venue":"Journal of Gastrointestinal Surgery","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Resection; General surgery; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007426551,0.0005507904,0.0002637171,0.003000019,0.001095756,0.002301695,0.0008930775,0.0007848223,0.6839927],"category_scores_gemma":[0.002884188,0.0002015642,0.0003157817,0.001622722,0.0005697889,0.001172323,0.001684012,0.0005836377,0.5178987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001226829,"about_ca_system_score_gemma":0.001507469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006274134,"about_ca_topic_score_gemma":0.004952094,"domain_scores_codex":[0.9993956,0.00008724025,0.00003562448,0.00008499686,0.0002889768,0.0001074795],"domain_scores_gemma":[0.9988834,0.0001776055,0.00005738041,0.0002092624,0.0005184355,0.0001538546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009604583,0.0001739677,0.003302079,0.0002345095,0.00001082095,0.000206976,0.0005362512,0.00009131205,0.002125693,0.02112768,0.6298169,0.3422778],"study_design_scores_gemma":[0.000007875243,0.00002191549,0.004352693,0.0001783957,0.000006956813,0.0003534432,0.0004088557,0.00003810204,0.0005572835,0.001627058,0.9924419,0.000005488469],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002156458,0.0006523157,0.0005189695,0.001339955,0.0004136826,0.00006122552,0.0007780005,0.0002615119,0.993818],"genre_scores_gemma":[0.01170858,0.002233587,0.000656659,0.001188683,0.0001899223,0.00008562116,0.001626532,0.0001382797,0.9821723],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3160073,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03233679619715084,"score_gpt":0.2644371581380673,"score_spread":0.2321003619409165,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}